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SotA/Time Series/Action Detection/THUMOS'14

Action Detection on THUMOS'14

Metric: mAP (higher is better)

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#Model↕mAP▼Extra DataPaperDate↕Code
1GateHUB(TimeSformer)72.5NoGateHUB: Gated History Unit with Background Supp...2022-06-09-
2MiniROAD71.8No--Code
3GateHUB70.7NoGateHUB: Gated History Unit with Background Supp...2022-06-09-
4LSTR69.5NoLong Short-Term Transformer for Online Action De...2021-07-07Code
5WOAD67.1NoWOAD: Weakly Supervised Online Action Detection ...2020-06-05-
6Colar66.9NoColar: Effective and Efficient Online Action Det...2022-03-02Code
7GateHUB (RGB only)66.5NoGateHUB: Gated History Unit with Background Supp...2022-06-09-
8OadTR65.2NoOadTR: Online Action Detection with Transformers2021-06-21Code
9OadTR-b264.5NoContinual Transformers: Redundancy-Free Attentio...2022-01-17Code
10CoOadTR-b264.4NoContinual Transformers: Redundancy-Free Attentio...2022-01-17Code
11OadTR64.2NoContinual Transformers: Redundancy-Free Attentio...2022-01-17Code
12OadTR-b163.9NoContinual Transformers: Redundancy-Free Attentio...2022-01-17Code
13TRN62.1NoTemporal Recurrent Networks for Online Action De...2018-11-18Code
14Colar(RGB only)58.6NoColar: Effective and Efficient Online Action Det...2022-03-02Code